When you want to spot hosts, applications, containers, plant equipment, or sensors that are behaving differently from others, you can use the Median Absolute Deviation (MAD) algorithm to identify when a time series is “deviating from the pack”. In this tutorial, we’ll identify anomalous hosts using mad() — the Flux implementation of MAD — from a Third Party Flux Package called anaisdg/anomalydetection.
In a post-pandemic world, we must use data in new ways. This in turn will require new discussions about, and practices creating, trust and transparency. The necessity of data and its benefits will be weighed against legitimate concerns of misuse of data.
With the new normal adding several more challenges and variables to the security layer, how do you ensure your data is safeguarded without increasing the workload or the headcount of your security team? Using advanced analytics, in tandem with endpoint monitoring applications such as ManageEngine’s Mobile Device Manager Plus and Desktop Central, will help you better visualize and analyze your endpoint data, identify patterns, and establish correlations.
The fleet management industry has been quick to embrace technology. They want to understand the current state of vehicles and drivers to improve operations and safety. Data privacy laws are especially important as fleet managers expand their reach into new territories. WayKonnect is using InfluxDB Enterprise to improve the fleet management industry.
It’s a mystery why the film community felt an iconic movie like “Grease” needed a reprise. But alas, “Grease 2” hit the big screen and ushered in new teen angst themes around bowling and the talent show.
June was the month where many of us stretched our legs, glad to be out of quarantine — and then immediately went back inside due to fears of a second wave. “One step forward, one step back,” offers an adequate summary of life in a pandemic. It’s also a sentiment that applies to the ongoing challenge in mitigating glitches and outages.
Every Puppet practitioner can appreciate the wealth of information stored inside PuppetDB. Although Puppet Enterprise console offers some insights into the data, we sometimes need rich dashboards, possibilities to correlate data about facts, nodes and reports and drill-down features. In short, we wish there were a way to unleash the full power of PuppetDB data to create situational awareness about our estate. This article will show that PowerBI is a very powerful companion to PuppetDB.
